APPLE INC.Download PDFPatent Trials and Appeals BoardMay 17, 20212021001361 (P.T.A.B. May. 17, 2021) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 14/213,852 03/14/2014 Donald W. PITSCHEL P14532US1/77870000149101 8677 150004 7590 05/17/2021 DENTONS US LLP - Apple 4655 Executive Dr Suite 700 San Diego, CA 92121 EXAMINER GEBREMICHAEL, BRUK A ART UNIT PAPER NUMBER 3715 NOTIFICATION DATE DELIVERY MODE 05/17/2021 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): dentons_PAIR@firsttofile.com patent.docket@dentons.com patents.us@dentons.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte DONALD W. PITSCHEL and THOMAS R. GRUBER Appeal 2021-001361 Application 14/213,852 Technology Center 3700 ____________ Before BIBHU R. MOHANTY, MICHAEL C. ASTORINO, and MICHAEL L. HOELTER, Administrative Patent Judges. ASTORINO, Administrative Patent Judge. DECISION ON APPEAL Pursuant to 35 U.S.C. § 134(a), the Appellant1 appeals from the Examiner’s decision to reject claims 1–12, 14–20, and 22–26. We have jurisdiction under 35 U.S.C. § 6(b). An oral hearing was held on May 10, 2021. We REVERSE. 1 We use the word “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42. The Appellant identifies the real party in interest as Apple Inc. Appeal Br. 4. Appeal 2021-001361 Application 14/213,852 2 STATEMENT OF THE CASE Subject Matter on Appeal The Appellant’s invention “relate[s] generally to digital assistants, and more specifically to digital assistants that intelligently provide training opportunities and assistance to users.” Spec. ¶ 2. Claims 1, 12, 16, and 22 are the independent claims on appeal. Claim 1, reproduced below, is illustrative of the claimed subject matter. 1. A computer-implemented method for operating a digital assistant, comprising: at a device having one or more processors and memory: receiving, from a user, a first speech input spoken in a first language; generating a text representation of the first speech input spoken in the first language; inferring a user intent based on at least the generated text representation; identifying a second speech input associated with the same intent as the inferred user intent, wherein the second speech input is associated with a second user different than the user; in response to determining that a meaning of at least one term in the first speech input varies by location, generating a plurality of alternative expressions of the first speech input in the first language based on the inferred user intent and a current location of the user, wherein the plurality of alternative expressions include the second speech input; and providing feedback to the user introducing the plurality of alternative expressions as used in the current location to express the inferred user intent. Appeal 2021-001361 Application 14/213,852 3 References The prior art relied upon by the Examiner is: Name Reference Date Campbell US 2006/0080098 A1 Apr. 13, 2006 Kamatani et al. (“Kamatani”) US 2006/0293876 A1 Dec. 28, 2006 Ramsey et al. (“Ramsey”) US 2007/0106497 A1 May 10, 2007 Tsui et al. (“Tsai”) US 2008/0261572 A1 Oct. 23, 2008 Sata et al. (“Sata”) US 2011/0231432 A1 Sept. 22, 2011 Lee et al. (“Lee”) US 2012/0290300 A1 Nov. 15, 2012 Yadgar US 2013/0152092 A1 June 13, 2013 Banke et al. (“Banke”) US 2013/0159847 A1 June 20, 2013 Rejections Claims 1, 3–5, 7, 11, 12, 14, 16, 18–20, 22, and 24–26 are rejected under 35 U.S.C. § 103(a) as unpatentable over Lee in view of Ramsey and Banke. Claims 2, 10, 17, and 23 are rejected under 35 U.S.C. § 103(a) as unpatentable over Lee in view of Ramsey, Banke, and Kamatani. Claim 6 is rejected under 35 U.S.C. § 103(a) as unpatentable over Lee in view of Ramsey, Banke, and Campbell. Claim 8 is rejected under 35 U.S.C. § 103(a) as unpatentable over Lee in view of Ramsey, Banke, and Sata. Claim 9 is rejected under 35 U.S.C. § 103(a) as unpatentable over Lee in view of Ramsey, Banke, and Yadgar. Claim 15 is rejected under 35 U.S.C. § 103(a) as unpatentable over Lee in view of Ramsey, Banke, and Tsui. Claim 7 is rejected under 35 U.S.C. § 112(a) as failing to comply with the written description requirement. Appeal 2021-001361 Application 14/213,852 4 ANALYSIS Obviousness The method of independent claim 1 recites, “[a] computer- implemented method for operating a digital assistant” which includes “a device having one or more processors and memory” to perform various steps. Appeal Br., Claims App. The steps in the method include receiving a first speech input from a user and identifying a second speech input associated with a second user that is different from the first user, where the inferred intent of each speech input is the same. See id. Also, claim 1 recites the steps of “generating a plurality of alternative expressions of the first speech input in the first language based on the inferred user intent . . . , wherein the plurality of alternative expressions include the second speech input” and “providing feedback to the user introducing the plurality of alternative expressions as used . . . to express the inferred user intent.” Id. Accordingly, claim 1, among other things, calls for the step of providing feedback to the user who provides the first speech input introducing the plurality of alternative expressions, including the second speech input. Independent claims 12, 16, and 22 include the same or similar recitations as claim 1. Id. The Examiner concludes that the combined teachings of Lee, Ramsey, and Banke teach the subject matter of claim 1. Non-Final Act. 9–13. More specifically, the Examiner finds Lee, which is directed to a foreign language study, substantially teaches the subject matter of claim 1, including “providing feedback to the user introducing the plurality of alternative expressions to express the inferred user intent.” Id. at 9–10. The Examiner also finds that Lee fails to teach the step of identifying a second speech input Appeal 2021-001361 Application 14/213,852 5 associated with a second user and the plurality of alternative expressions including the second speech input. See id. at 9–11. The Examiner relies on Ramsey’s teachings, and not Banke’s teachings, to remedy this deficiency. Id. at 11 (citing Ramsey ¶¶ 105, 109–112); see Ans. 33–42. The Examiner determines: [I]t would have been obvious to one of ordinary skill in the art . . . to modify the invention of Lee in view[] of Ramsey; for example, by storing additional data into the system’s database; such as one or more speeches received from one or more users (e.g. speech inputs received from one or more language experts; speech inputs received from users who speak the language fluently, etc.); and wherein the system further displays, as one or more of the alternative expressions, one or more of the stored speeches that match the user’s intent, etc., in order to enable the system to efficiently train the user regarding one or more preferred expressions that the user needs to practice when expressing a given intent, etc.; and thereby improving the effectiveness of the system. Id. The Examiner’s rejection relies on a finding that Ramsey teaches a plurality of alternative expressions including a second speech input that is provided as feedback to the user. The Appellant argues that the Examiner’s rejection fails to combine the teachings of Lee, Banke, and Ramsey to suggest the subject matter of claim 1. See Appeal Br. 13–20; Reply Br. 5–12. The Appellant submits that Ramsey teaches techniques for “updat[ing] initial mappings for scripts based on same intent speech” and “add[ing] new keywords to scripts or initial mappings, based on user interactions with displayed scripts.” Reply Br. 6 (emphasis omitted). The Appellant contends “the Examiner conflates and confuses these techniques . . . [to] arriv[e] at the erroneous conclusion that Appeal 2021-001361 Application 14/213,852 6 Ramsey teaches updating scripts with ‘same intent’ speech.” Id. The Appellant’s argument is persuasive. Ramsey discloses a Natural Language Script Interface (NLSI) for “automatically interpreting natural language inputs to select, execute and/or otherwise present one or more scripts or other code[s] to the user for further user interaction.” Ramsey Abstract; see also id. ¶¶ 105, 109. Ramsey’s system “learn[s] how different users are phrasing the same intent or desired action” and then “updat[es] the initial mappings 650 for use in better identifying tasks or scripts in response to future user queries.” Id. ¶ 112 (emphasis omitted). Although Ramsey’s system accepts a second speech input from a second user, the speech is not provided as feedback to the user, who provides the first speech input, as an alternative expression. Rather, the second speech input (i.e., learned information/behavior) from a second user is provided as feedback to the system (e.g., initial mappings) to improve the identification of a script (i.e., feedback). See Ramsey ¶¶ 74–76, 81, 84 (“[k]eywords are terms that might be used to identify a particular script”), 85, 105, 109–112, 144 (“learned behavior of the user is used to enhance script selection and/or Slot filling”), 154, 163–167, Fig. 8 (showing GUI user interface window 800 having natural language inputs 810 and scripts 820–850). In view of the foregoing, we determine that the Examiner fails to adequately support the finding that Ramsey teaches a plurality of alternative expressions including a second speech input that is provided as feedback to the user. Accordingly, we determine that the Examiner’s rejection lacks adequate support. Thus, we do not sustain the Examiner’s rejection of independent claims 1, 12, 16, and 22 as unpatentable over Lee in view of Ramsey and Appeal 2021-001361 Application 14/213,852 7 Banke. We likewise do not sustain the Examiner’s rejection of dependent claims 3–5, 7, 11, 14, 18–20, and 24–26. Further, the Examiner fails to rely on Kamatani, Campbell, Sata, Yadgar, or Tsui in any manner that would remedy the deficiency in the Examiner’s rejection of independent claims 1, 12, 16, and 22 as discussed above. Thus, we do not sustain the Examiner’s rejections of claims 2, 6, 8–10, 15, 17, and 23. Written Description Claim 7 recites, wherein generating the plurality of alternative expressions of the first speech input in the first language further comprises: identifying a third speech input as previously provided by a native speaker of the first language, wherein a task flow executed for the respective user intent had been satisfactory to said native speaker. Appeal Br., Claims App. The Examiner rejects claim 7 as failing to comply with the written description requirement because “‘identifying a third speech input’, which is executed subsequent to the step of ‘identifying a second speech input’, as recited in claim 1.” Non-Final Act. 7 (emphasis omitted). The Examiner acknowledges Specification at paragraph 16, which describes with added emphasis: In some embodiments, generating the one or more alternative expressions of the first speech input in the first language further includes: identifying a second speech input previously provided by a native speaker of the first language, wherein the second speech input had been associated with a respective user intent that is identical to the inferred user intent of the first speech input, and wherein a task flow executed for the respective user intent had been satisfactory to said native speaker; and utilizing Appeal 2021-001361 Application 14/213,852 8 the second speech input as one of the alternative expressions of the first speech input. The speech input previously provided by the native speakers are good source of example expressions showing customary usage of language and vocabulary in a particular region. The Examiner understands the foregoing description to support the “identifying” step of claim 1, but not the additional “identifying” step of claim 7. See Non-Final Act. 7–8; Ans. 49–56. The Appellant argues that “one skilled in the art would have recognized the identification of these second and third speech inputs as supported pursuant to the written description requirement.” Reply Br. 16. The Appellant contends that “the [S]pecification clearly outlines how speech inputs (i.e., a second speech input, a third speech input) are provided by native speakers for use as potential alternative expressions.” Id. at 20. In other words, one of ordinary skill in the art reading the Specification would understand that paragraph 16 of the Specification is not limited to “only [being] capable of identifying a single speech input from a different speaker, but no more than a single speech input.” Appeal Br. 25. The Appellant submits that the failure to literally describe a third input is not a proper basis for a written description rejection. Id. at 26. The Appellant’s argument is persuasive. We agree with the Appellant that “[o]ne skilled in the art would have readily recognized [that paragraph 16] support[s] the notion that speech input provided by native speakers (i.e., a plurality of speech inputs) are used as alternative expressions to express an inferred intent.” Reply Br. 16. In this case, we understand the basis for the Examiner’s rejection to be on a reading of the Specification’s paragraph 16 that is unduly narrow and apart from how one of ordinary skill in the art would understand the paragraph. Appeal 2021-001361 Application 14/213,852 9 Further, we determine that the Appellant correctly construes claim 7 to lack temporal constraints, e.g., “[t]he identifications could occur simultaneously, one could occur before the other, or vice versa.” See id. at 17–19. Thus, we do not sustain the Examiner’s rejection of dependent claim 7 as failing to comply with the written description requirement. CONCLUSION In summary: Claim(s) Rejected 35 U.S.C. § Reference(s)/ Basis Affirmed Reversed 1, 3–5, 7, 11, 12, 14, 16, 18–20, 22, 24–26 103(a) Lee, Ramsey, Banke 1, 3–5, 7, 11, 12, 14, 16, 18– 20, 22, 24–26 2, 10, 17, 23 103(a) Lee, Ramsey, Banke, Kamatani 2, 10, 17, 23 6 103(a) Lee, Ramsey, Banke, Campbell 6 8 103(a) Lee, Ramsey, Banke, Sata 8 9 103(a) Lee, Ramsey, Banke, Yadgar 9 15 103(a) Lee, Ramsey, Banke, Tsui 15 7 112(a) Written Description 7 Overall Outcome 1–12, 14–20, 22–26 REVERSED Copy with citationCopy as parenthetical citation